Title :
Robust state feedback stochastic control for linear systems with time-varying parameters
Author :
Poznyak, Alexander S. ; Taksar, M.I.
Author_Institution :
CINVESTAV-IPN, Mexico City, Mexico
Abstract :
Considers a multidimensional linear system with additive inputs (control) and Brownian noise. The authors work with the model in which the parameters of the system may change in time. In addition the exact form of the coefficients is not known. Rather only an interval within which these coefficients vary is given. The authors seek a robust control within an a priori defined class of state feedback linear controls. In addition there is a loss functional associated with each control. The objective is to find the lowest bound on the cost within the class of robust controls the authors are working with. Such a bound is described in terms of the parameters of the noise process and the uncertainty intervals describing variation of the coefficients of the authors´ system
Keywords :
Brownian motion; linear systems; multidimensional systems; noise; random processes; robust control; state feedback; stochastic systems; Brownian noise; additive inputs; loss functional; multidimensional linear system; noise process; robust state feedback stochastic control; time-varying parameters; uncertainty intervals; Additive noise; Control systems; Linear feedback control systems; Linear systems; Multidimensional systems; Noise robustness; Robust control; State feedback; Stochastic resonance; Stochastic systems;
Conference_Titel :
Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on
Conference_Location :
Lake Buena Vista, FL
Print_ISBN :
0-7803-1968-0
DOI :
10.1109/CDC.1994.411075